linkly

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1. 10/4/2026

   Updated: best for, features, integrations, limitations, plans, platforms, summary, use cases, walkthrough

   See recorded changes

   bestFor

   Before: ["Knowledge workers, creators, students, researchers, and small teams who manage large volumes of documents and fragmented knowledge."]

   After: ["Knowledge workers, creators, students, researchers, and small teams managing large volumes of documents and fragmented knowledge."]

   features

   Before: ["Supports full-text search, semantic search, and outline indexing for documents.","Supports parsing and indexing of multiple file formats including PDF, DOCX, HTML, Markdown, EPUB, images (OCR), audio and video (speech transcription).","Offers CLI and MCP integration methods and official Skills to connect with AI agents.","Provides a minimalist and clean interface with full keyboard support and a global hotkey for instant search."]

   After: ["Supports PDF, DOCX, DOC, PPTX, XLSX, CSV, EPUB, RTF, TXT, Markdown, HTML, images (OCR), and audio and video (speech transcription) file formats.","Full-text search, semantic search, and outline indexing for efficient document retrieval.","Outline index builds an outline for every document, progressively disclosing relevant sections for purposeful AI reading.","Cross-language semantic search powered by a local multilingual model across hundreds of languages.","Easy integration with AI agents via CLI and MCP methods and official Skills for out-of-the-box connectivity."]

   integrations

   Before: ["Integrates with mainstream AI agents such as Codex, Claude, ChatGPT, GitHub Copilot, and others."]

   After: []

   limitations

   Before: ["It is not an AI chat application or note-taking software and does not require frequent imports or switching.","Cloud-based AI knowledge bases often have limited capacity and high cost, but Linkly AI runs locally to avoid these issues."]

   After: ["It is not an AI chat application or a note-taking/knowledge base software; it focuses solely on document search and AI context retrieval.","Cloud-based AI knowledge bases often have limited capacity, high cost, and data privacy concerns, which Linkly AI addresses by running locally and offering optional cloud features."]

   plans

   Before: [{"name":"Free","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":0,"monthly":0,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false}]

   After: [{"name":"Free","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":0,"monthly":0,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Pro","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":29,"monthly":null,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false}]

   platforms

   Before: ["Runs locally on the user's computer with optional cloud services for enhanced features."]

   After: []

   summary

   Before: "Linkly AI is a local document search engine designed to transform local documents into an AI-ready knowledge base, providing accurate context to AI assistants. It supports various file formats and offers fast indexing and querying while ensuring data privacy by running locally."

   After: "Linkly AI is a local document search engine designed to transform local documents into an AI-ready knowledge base, providing accurate context to AI assistants. It supports a wide range of file formats and offers fast indexing and querying while ensuring data privacy by running locally on the user's computer."

   useCases

   Before: ["Helps students index and search lecture videos, handouts, and photos to easily retrieve course information.","Assists researchers in managing and searching hundreds of papers scattered across folders for literature reviews."]

   After: ["Students can index and search lecture videos, handouts, and photos together to easily retrieve course explanations.","Researchers can perform full-text search and cross-comparison of hundreds of papers scattered across folders to streamline literature reviews.","Lawyers and legal teams can have an agent read multiple documents simultaneously to compare clauses and cited cases efficiently.","Content creators can search years of clippings and source material instantly while writing, enabling quick retrieval of related files."]

   walkthrough

   Before: ["Index documents on your computer to create full-text and outline indexes for quick search.","Find target documents through keywords and natural language queries.","Connect Linkly AI to AI assistants via MCP or CLI to provide AI-friendly document context progressively."]

   After: ["Index documents on your computer quickly to create full-text and outline indexes for efficient search.","Find target documents through keywords and natural language queries without manual folder or tag management.","Connect Linkly AI to your preferred AI assistant to provide accurate context and enable AI-friendly document retrieval."]

2. 9/15/2026

   Updated: best for, features, integrations, limitations, plans, platforms, summary, use cases, walkthrough

   See recorded changes

   bestFor

   Before: ["Knowledge workers, creators, students, researchers, and small teams managing large volumes of documents and fragmented knowledge"]

   After: ["Knowledge workers, creators, students, researchers, and small teams who manage large volumes of documents and fragmented knowledge."]

   features

   Before: ["Outline indexing that builds an outline for every document, progressively disclosing relevant sections","Cross-language semantic search powered by a local multilingual model"]

   After: ["Supports full-text search, semantic search, and outline indexing for documents.","Supports parsing and indexing of multiple file formats including PDF, DOCX, HTML, Markdown, EPUB, images (OCR), audio and video (speech transcription).","Offers CLI and MCP integration methods and official Skills to connect with AI agents.","Provides a minimalist and clean interface with full keyboard support and a global hotkey for instant search."]

   integrations

   Before: ["Integrates with many AI agents including Codex, Claude, ChatGPT, GitHub Copilot, and others"]

   After: ["Integrates with mainstream AI agents such as Codex, Claude, ChatGPT, GitHub Copilot, and others."]

   limitations

   Before: []

   After: ["It is not an AI chat application or note-taking software and does not require frequent imports or switching.","Cloud-based AI knowledge bases often have limited capacity and high cost, but Linkly AI runs locally to avoid these issues."]

   plans

   Before: [{"name":"Free","note":"Automatically extracted from the linked pricing source. Team allowances are unconfirmed; flat and free estimates are limited to one person. Confirm usage, taxes and terms with the provider.","annual":0,"monthly":0,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false}]

   After: [{"name":"Free","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":0,"monthly":0,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false}]

   platforms

   Before: []

   After: ["Runs locally on the user's computer with optional cloud services for enhanced features."]

   summary

   Before: "Outline indexing that builds an outline for every document, progressively disclosing relevant sections. Cross-language semantic search powered by a local multilingual model."

   After: "Linkly AI is a local document search engine designed to transform local documents into an AI-ready knowledge base, providing accurate context to AI assistants. It supports various file formats and offers fast indexing and querying while ensuring data privacy by running locally."

   useCases

   Before: []

   After: ["Helps students index and search lecture videos, handouts, and photos to easily retrieve course information.","Assists researchers in managing and searching hundreds of papers scattered across folders for literature reviews."]

   walkthrough

   Before: ["Index documents on your computer quickly to create full-text and outline indexes","Find target documents through keywords and natural language search"]

   After: ["Index documents on your computer to create full-text and outline indexes for quick search.","Find target documents through keywords and natural language queries.","Connect Linkly AI to AI assistants via MCP or CLI to provide AI-friendly document context progressively."]